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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Iterative Methods for Nonlinear Equations
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

139 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
139 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 139 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 139 of 139 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
A First Course in Numerical Methods
Uri M. Ascher, Chen Greif
2011· book· en· Society for Industrial and Applied Mathematics eBooks· Mathematics
machine prediction:candidate · noneconsensus · none
119
citations
affunlabeled
Algorithm 917
Piers W. Lawrence, Robert M. Corless, David J. Jeffrey
2012· article· en· ACM Transactions on Mathematical Software· Mathematics
machine prediction:candidate · noneconsensus · none
30
citations
affunlabeled
GENERALIZATIONS OF NEWTON'S METHOD
William J. Gilbert
2001· article· en· Fractals· Mathematics
machine prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Several filled functions with mitigators
Xian Liu
2002· article· en· Applied Mathematics and Computation· Mathematics
machine prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
On Newton’s method
Nick Huggett, George Smith, David Marshall Miller, William Harper
2013· article· en· Metascience· Mathematics
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Recent Advances in Mathematical Sciences
Adem Kılıçman, H. M. Srivastava, M. ‎Mursaleen, Zanariah Abdul Majid
2016· book· en· Mathematics
machine prediction:candidate · noneconsensus · none
4
citations
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How this was built: Screen · Findings · About